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Learn how to optimize model training in Azure Machine Learning by using scripts, jobs, components and pipelines.

Modules in this learning path:

• Run Training Script Command Job Azure Machine Learning
• Train Models Training Mlflow Jobs
• Perform Hyperparameter Tuning Azure Machine Learning Pipelines
• Run Pipelines Azure Machine Learning

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 157 minutes

Optimize multi-agent performance and cost in Microsoft Foundry. Design model routing strategies across agent ecosystems, implement multi-level caching architectures, optimize token usage and context management across agent chains, and systematically analyze quality-cost-latency trade-offs.

Units in this learning path:

• Introduction
• Design Model Route Agent Ecosystems
• Implement Multi Level Cache Strategies
• Optimize Token Usage Context Management
• Balance Quality Cost Latency Tradeoffs
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry

Roles: AI Engineer, Solution Architect

Level: Advanced

Subjects: Artificial Intelligence, Machine Learning

Duration: 40 minutes

In this course, you will explore two techniques to improve the performance of a foundation model (FM): Retrieval Augmented Generation (RAG) and fine-tuning. You will learn about Amazon Web Services (AWS) services that help store embeddings with…

Learn how to design multi-agent solutions with the Microsoft Agent Framework SDK

Units in this learning path:

• Introduction
• Understand Agent Framework
• Understand Agent Orchestration
• Use Concurrent Orchestration
• Use Sequential Orchestration
• Use Group Chat Orchestration
• Use Handoff Orchestration
• Use Magentic Orchestration
• Exercise
• Knowledge Check
• Summary

Products: Foundry Tools

Roles: AI Engineer, Developer, Solution Architect, Student

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 73 minutes

Learn to orchestrate, configure, and extend AI-driven experiences in Dynamics 365 and Microsoft 365 Copilot for finance, supply chain, and customer service.

Units in this learning path:

• Introduction
• Design AI Solutions Dynamics 365 Apps Customer Experience Service
• Propose Microsoft 365 Agents Business Scenarios
• Orchestrate Configuration Microsoft 365 Copilot Sales Service
• Propose Microsoft Power Platform AI Features AI Hub
• Design Interoperability Finance Operations Agent Chats Sources
• Process Knowledge Sources Dynamics 365 Finance Supply Chain Management
• Orchestrate AI Features Dynamics 365 Apps Finance Supply Chain
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, M365, Microsoft 365 Copilot Chat, Power Platform, Microsoft Copilot Studio

Roles: Database Administrator, Developer, Administrator, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Generative AI, Data Analytics, Data Management, Data Engineering, Data Integration

Duration: 57 minutes

Discover how Microsoft Clipchamp streamlines postproduction for animated projects, including AI-powered color grading, transitions, asset integration, and export optimization.

Units in this learning path:

• Introduction
• Video Editing Enhancement Microsoft Clipchamp
• Video Enhancement Techniques Color Transitions Resizing
• Integrate AI Generated Assets Final Animations
• Import Assets Apply Effects Finalize Animation Projects
• Final Animation Review Export
• Exercise
• Knowledge Check
• Summary

Products: Ms Copilot

Roles: Student, Maker, K 12 Educator

Level: Beginner

Subjects: Artificial Intelligence

Duration: 95 minutes

This module guides administrators on how to manage Microsoft 365 Copilot, including licensing and access control, billing and usage monitoring, prompt governance, and strategies for tracking and driving user adoption.

Units in this learning path:

• Introduction
• Manage Copilot Licenses Billing
• Monitor Adjust Copilot Usage
• Monitor Copilot Usage Adoption
• Manage Govern Copilot Prompts
• Apply Operational Best Practices
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Ms Copilot

Roles: Administrator, Business User, Developer, Student

Level: Beginner

Subjects: Artificial Intelligence, Business Applications, Productivity

Duration: 55 minutes

This module guides administrators through configuring user access and permissions for agents, creating, editing, testing, and publishing Copilot agents, managing agent approval and governance, and monitoring the full lifecycle of agents using Microsoft 365 and Power Platform tools.

Units in this learning path:

• Introduction
• Create Copilot Chat Agent Part 1
• Create Copilot Chat Agent Part 2
• Create Sharepoint Agent
• Test Edit Agents
• Manage User Access Permissions Agents
• Examine Agent Approval Governance
• Monitor Manage Agent Lifecycle
• Knowledge Check
• Summary

Products: M365, Office 365

Roles: Administrator, Business User, Developer, Student

Level: Beginner

Subjects: Artificial Intelligence, Business Applications, Productivity

Duration: 70 minutes

Learn how to perform hyperparameter tuning with a sweep job in Azure Machine Learning.

Units in this learning path:

• Introduction
• Define Search Space
• Configure Sampling Method
• Configure Early Termination
• Use Sweep Job Hyperparameter Tuning
• Exercise Run Sweep Job
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 46 minutes

Learn how to perform sentiment analysis and opinion mining with Azure Database for PostgreSQL.

Units in this learning path:

• Introduction
• Explore Sentiment Analysis
• Describe Opinion Mining
• Exercise Analyze Sentiment
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Developer

Level: Intermediate

Subjects: Artificial Intelligence, Databases

Duration: 15 minutes

Educators will learn how to use AI and accessibility tools to personalize learning for students with disabilities.

Units in this learning path:

• Introduction
• Adapt Reading Materials Support Focus Comprehension
• Personalize Reading Track Progress
• Make Math Accessible Learners
• Create Accessible Presentations Multimedia
• Reflection Exercise
• Knowledge Check
• Summary

Products: M365, Microsoft 365 Copilot, Office Teams, Office Powerpoint, Office Word

Roles: K 12 Educator, School Leader

Level: Beginner

Subjects: Artificial Intelligence, Generative AI

Duration: 24 minutes

This course provides you with an understanding of placing objects and tracking objects using solvers.

Units in this learning path:

• 4 1 Introduction
• 4 2 Position Game Objects Set Visibility
• 4 3 Exercise Position Game Objects Set Visibility
• 4 4 Organize Lay Out Objects with Collections
• 4 5 Exercise Organize Lay Out Objects with Collections
• 4 6 Create Intelligent Object Placements with Solvers
• 4 7 Exercise Create Intelligent Object Placements with Solvers
• 4 8 Knowledge Check
• 4 9 Summary

Products: Windows, Windows Mixed Reality, Mrtk, Hololens, Azure, Mrtk

Roles: Developer

Level: Beginner

Subjects: Mixed Reality

Duration: 54 minutes